Awards
Collection of awards, medals, scholarships, grants, fellowships, etc.
Projects
All following awarded projects are on Deep Learning, Computer Vision, Audio Processing etc.
- Won Google OSS Peer Bonus Award: October 2023 for gcvit-tf and TransUNet-tf Projects (Ref, Code1, Code2)
- Won Kaggle ML Research Spotlight: August 2022 for Global Context Vision Transformer (Ref, Code, Notebook)
- Won Google OSS Expert Prize: June 2022 for Fake Speech Detection (Ref, Code, Notebook)
- Won Google OSS Expert Prize: May 2022 for GI Tract Image Segmentation (Ref, Code, Notebook)
- Won Google OSS Expert Prize: January 2022 for Extraterrestrial Signal Detection (Ref, Code)
Competitions
All these competitions are on Deep Learning, Computer Vision, Audio Processing etc.
- Ranked 1st on LB in IEEE VIP Cup 2022: Synthetic Image Detection Challenge at ICIP 2022 (Ref, Code, Video)
- Ranked 1st in IEEE SP Cup 2022: Synthetic Speech Attribution at ICASSP 2022 (Ref, Code, Video)
- Ranked 1st (jointly) in KaggleDays x ZbyHP Championship Meetup in Shanghai at HP (Ref)
- Ranked 1st in Deep Chimpact: Depth Estimation for Wildlife Conservation at DataDriven (Ref, Code)
- Ranked 1st on LB (test1) in IEEE VIP CUP 2021: Privacy-Preserving In-Bed Human Pose Estimation at ICIP 2021 (Ref, Code)
- Ranked 1st at DhakaAI - Traffic Detection in Dhaka (One of the Densest cities in the world) at GreenUni. (Ref, Video)
- Ranked 1st (student-team) & 4th (global-rank) in SIIM-FISABIO-RSNA COVID-19 Detection and Localization from Chest X-ray at Kaggle (Ref, Code, Video)
- Ranked 2nd in IEEE VIP Cup 2020 - Real-time vehicle detection and tracking at using fisheye camera at ICIP 2020 (Ref, Video)
- Won Silver Medal
at NFL 1st Place and Future - Detect helmet impacts in videos of NFL plays at Kaggle (Ref) - Won Silver Medal at BirdCLEF 2021 - Identify bird calls in soundscape recordings at Kaggle (Ref)
- Won Silver Medal at VinBigData - Chest X-ray Abnormalities Detection at Kaggle (Ref)
- Won Bronze Medal
at Cassava Leaf Disease Classification at Kaggle (Ref) - Won Bronze Medal at Shopee - Determine if two products are the same by their images at Kaggle (Ref)
Codes / Notebooks
These are a few of my Deep Learning notebooks awarded a Gold Medal (
), out of a total of 37. To see the complete collection, please refer here.
- GCViT: Global Context Vision Transformer [TF]
- Great-Barrier-Reef: YOLOv5 [PyTorch]
- UWMGI: GI Tract Image Segmentation 2D [PyTorch]
- UWMGI: GI Tract Image Segmentation 2.5D [PyTorch]
- RSNA-BCD: Breast Cancer Detection with [TPU-VM]
- BirdCLEF23: Pretraining is All you Need [TF]
- Happywhale: Data Analysis [TF]
- VinBigData: Chest Abnormalities (14 Class) Detection [PyTorch]
- VinBigData Two Class Filter [PyTorch]
- Extraterrestrial Signal Detection [Channelwise Alignment]
- Extraterrestrial Signal Detection [Spatial Alignment]
- Skin Cancer Detection with Xgboost [GPU]
Scholarships / Grants
- IEEE SPS Travel Grant - (2023)
- H.S.C General Board Scholarship, Board of Intermediate and Secondary Education, Chattogram - (2018-2022)
- S.S.C General Board Scholarship, Board of Intermediate and Secondary Education, Chattogram - (2015-2017)